Comparativo entre a geração fotovoltaica em aplicações utilizando inversores de string e microinversores
Autor(a) principal: | |
---|---|
Data de Publicação: | 2023 |
Tipo de documento: | Dissertação |
Idioma: | por |
Título da fonte: | Repositório Institucional da UFG |
dARK ID: | ark:/38995/001300000d82k |
Texto Completo: | http://repositorio.bc.ufg.br/tede/handle/tede/12684 |
Resumo: | In terms of Brazil's Internal Energy Supply (OIE), there was a significant increase in the total available, registering an increase of 4.5% from 2020 to 2021, a value close to the GDP growth. For the Electricity Matrix there is an increase in domestic supply of 3.9% compared to 2020, but with a slight decrease in the participation of renewable energy sources, influenced mainly by the decline in supply of hydroelectric power. However, the growing use of biodiesel and wind and solar sources contributed to the Brazilian Energy Matrix reaching the renewable energy level of 44.7%, surpassing most of the other countries around the world. Solar photovoltaic generation is responsible for 5.5% of this share and has reached a gross generation volume of 16.8 TWh in 2021, representing an advance of 55.9%. Consequently, there is a race for the technological development of photovoltaic generation, especially the efficiency of solar modules and inverters. Micro inverters are gaining prominence for promoting an increase in the generation of electrical energy, by being able to reduce generation losses due to shading effects, orientation differences and mismatch losses because they can control, individually, the energy extracted from each module, however there is still a dominance of string inverter technology in residential applications. This paper aims to compare the two inverter technologies through actual yield data from monitoring the photovoltaic modules in 06 consumer units with microinverters in operation. The data is collected from the online monitoring platform and used to compose the generation if a string inverter with compatible commercial power was used, considering the conversion efficiencies for each technology. The technical and economic feasibility of the scenarios is performed by the main evaluation indexes. It was observed that the most influential factor in the analyses were the intrinsic losses of the photovoltaic systems, due to the inclinations of the modules, shading and differences in the yields of the inverters and microinverters increasing the attractiveness of the microinverter. The ID-05 plant presented the best results for the real layout, precisely because it presents a totally clipped topology, with different orientations, inclinations and suffering losses due to partial shading. The increase in the rated power of the plant has less influence than the technical losses when analyzing the financial return on investment, i.e., for cases with few losses factors the generation of the string inverters and the microinverters are similar, increasing the payback time of the investment. |
id |
UFG-2_11ecf150c9056bf7d440513529038662 |
---|---|
oai_identifier_str |
oai:repositorio.bc.ufg.br:tede/12684 |
network_acronym_str |
UFG-2 |
network_name_str |
Repositório Institucional da UFG |
repository_id_str |
|
spelling |
Belchior, Fernando Nuneshttp://lattes.cnpq.br/5823317463324641Ribeiro, Paulo Fernandohttp://lattes.cnpq.br/2049448948386214Belchior, Fernando NunesBertholdi, JonasRibeiro, Paulo FernandoDomingos, José Luishttp://lattes.cnpq.br/4778580844109746Ginu, Ygor Ferreira2023-03-21T10:53:48Z2023-03-21T10:53:48Z2023-02-01GINU, Y. F. Comparativo entre a geração fotovoltaica em aplicações utilizando inversores de string e microinversores. 2023. 79 f. Dissertação (Mestrado em Engenharia de Produção) - Universidade Federal de Goiás, Aparecida de Goiânia, 2023.http://repositorio.bc.ufg.br/tede/handle/tede/12684ark:/38995/001300000d82kIn terms of Brazil's Internal Energy Supply (OIE), there was a significant increase in the total available, registering an increase of 4.5% from 2020 to 2021, a value close to the GDP growth. For the Electricity Matrix there is an increase in domestic supply of 3.9% compared to 2020, but with a slight decrease in the participation of renewable energy sources, influenced mainly by the decline in supply of hydroelectric power. However, the growing use of biodiesel and wind and solar sources contributed to the Brazilian Energy Matrix reaching the renewable energy level of 44.7%, surpassing most of the other countries around the world. Solar photovoltaic generation is responsible for 5.5% of this share and has reached a gross generation volume of 16.8 TWh in 2021, representing an advance of 55.9%. Consequently, there is a race for the technological development of photovoltaic generation, especially the efficiency of solar modules and inverters. Micro inverters are gaining prominence for promoting an increase in the generation of electrical energy, by being able to reduce generation losses due to shading effects, orientation differences and mismatch losses because they can control, individually, the energy extracted from each module, however there is still a dominance of string inverter technology in residential applications. This paper aims to compare the two inverter technologies through actual yield data from monitoring the photovoltaic modules in 06 consumer units with microinverters in operation. The data is collected from the online monitoring platform and used to compose the generation if a string inverter with compatible commercial power was used, considering the conversion efficiencies for each technology. The technical and economic feasibility of the scenarios is performed by the main evaluation indexes. It was observed that the most influential factor in the analyses were the intrinsic losses of the photovoltaic systems, due to the inclinations of the modules, shading and differences in the yields of the inverters and microinverters increasing the attractiveness of the microinverter. The ID-05 plant presented the best results for the real layout, precisely because it presents a totally clipped topology, with different orientations, inclinations and suffering losses due to partial shading. The increase in the rated power of the plant has less influence than the technical losses when analyzing the financial return on investment, i.e., for cases with few losses factors the generation of the string inverters and the microinverters are similar, increasing the payback time of the investment.Em termos de Oferta Interna de Energia do Brasil (OIE), houve um aumento significativo no total disponibilizado, registrando um aumento de 4,5% de 2020 para 2021, valor próximo ao crescimento do PIB. Para a Matriz Elétrica nota-se um aumento na oferta interna de 3,9% em relação a 2020, mas com uma leve diminuição na participação das fontes renováveis de energia, influenciada, principalmente, pela queda da oferta de energia hidráulica. Entretanto, a crescente do biodiesel e das fontes eólica e solar contribuíram para que a Matriz Energética Brasileira chegasse no patamar renovável de 44,7%, superando boa parte dos outros países ao redor do mundo. A geração solar fotovoltaica é responsável por 5,5% dessa fatia e chegou a registrar um volume bruto de geração de 16,8 TWh em 2021, representando um avanço de 55,9%. Consequentemente há uma corrida pelo desenvolvimento tecnológico da geração fotovoltaica, principalmente da eficiência de módulos e inversores solares. Os microinversores estão ganhando destaque por promoverem um aumento na geração de energia elétrica, ao conseguir reduzir perdas de geração por efeitos de sombreamento, diferenças de orientações e perdas por mismatch pois conseguem controlar, individualmente, a energia extraída de cada módulo, entretanto ainda há um predomínio da tecnologia de inversor string em aplicações residenciais. Este trabalho tem como objetivo comparar as duas tecnologias de inversores através dos dados de produtividade reais de monitoramento dos módulos fotovoltaicos em 06 unidades consumidoras com microinversores em funcionamento. Os dados são coletados da plataforma online de monitoramento e utilizados para compor a geração caso fosse utilizado inversor string com potência comercial compatível, considerando as eficiências de conversão para cada tecnologia. A viabilidade técnica e econômica dos cenários é realizada pelos principais índices de avaliação. Observou-se que o fator de maior influência nas análises foram as perdas intrínsecas dos sistemas fotovoltaicos, em função das inclinações dos módulos, sombreamento e diferenças de rendimentos dos inversores e microinversores aumentando a atratividade pelo microinveror. A usina ID-05 apresentou os melhores resultados para o layout real, justamente por apresentar uma topologia totalmente recortada, com diferentes orientações, inclinações e sofrendo perdas por sombreamento parcial. O aumento da potência nominal da usina tem menor influência do que as perdas técnicas quando analisado o retorno financeiro do investimento, ou seja, para casos com poucos fatores de perdas, a geração dos inversores string e dos microinversores são próximas, aumentando o tempo de retorno do investimento.Submitted by Luciana Ferreira (lucgeral@gmail.com) on 2023-03-20T13:42:19Z No. of bitstreams: 2 Dissertação - Ygor Ferreira Ginu - 2023.pdf: 2475659 bytes, checksum: 8b4e380d6e1556e6c6f7623c0445de6e (MD5) license_rdf: 805 bytes, checksum: 4460e5956bc1d1639be9ae6146a50347 (MD5)Approved for entry into archive by Luciana Ferreira (lucgeral@gmail.com) on 2023-03-21T10:53:47Z (GMT) No. of bitstreams: 2 Dissertação - Ygor Ferreira Ginu - 2023.pdf: 2475659 bytes, checksum: 8b4e380d6e1556e6c6f7623c0445de6e (MD5) license_rdf: 805 bytes, checksum: 4460e5956bc1d1639be9ae6146a50347 (MD5)Made available in DSpace on 2023-03-21T10:53:48Z (GMT). No. of bitstreams: 2 Dissertação - Ygor Ferreira Ginu - 2023.pdf: 2475659 bytes, checksum: 8b4e380d6e1556e6c6f7623c0445de6e (MD5) license_rdf: 805 bytes, checksum: 4460e5956bc1d1639be9ae6146a50347 (MD5) Previous issue date: 2023-02-01porUniversidade Federal de GoiásPrograma de Pós-graduação em Engenharia de Produção (FCT)UFGBrasilFaculdade de Ciências e Tecnologia - FCT (RMG)Attribution-NonCommercial-NoDerivatives 4.0 Internationalhttp://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessEficiência energéticaEnergia fotovoltaicaInversores stringInversores fotovoltaicosMicroinversoresEnergy efficiencyMicroinvertersPhotovoltaic energyPhotovoltaic invertersString invertersENGENHARIAS::ENGENHARIA DE PRODUCAO::ENGENHARIA DO PRODUTOComparativo entre a geração fotovoltaica em aplicações utilizando inversores de string e microinversoresComparison between photovoltaic generation in applications using string inverters and microinvertersinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesis485005005009417reponame:Repositório Institucional da UFGinstname:Universidade Federal de Goiás (UFG)instacron:UFGORIGINALDissertação - Ygor Ferreira Ginu - 2023.pdfDissertação - Ygor Ferreira Ginu - 2023.pdfapplication/pdf2475659http://repositorio.bc.ufg.br/tede/bitstreams/8f4907ed-33ca-41ae-82bd-bf0d3ec63f16/download8b4e380d6e1556e6c6f7623c0445de6eMD53LICENSElicense.txtlicense.txttext/plain; charset=utf-81748http://repositorio.bc.ufg.br/tede/bitstreams/f43b1698-45ba-41a2-890c-7376587d8586/download8a4605be74aa9ea9d79846c1fba20a33MD51CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8805http://repositorio.bc.ufg.br/tede/bitstreams/d1cc5db8-454e-4c7e-acee-cf6e1b738331/download4460e5956bc1d1639be9ae6146a50347MD52tede/126842023-03-21 07:53:49.317http://creativecommons.org/licenses/by-nc-nd/4.0/Attribution-NonCommercial-NoDerivatives 4.0 Internationalopen.accessoai:repositorio.bc.ufg.br:tede/12684http://repositorio.bc.ufg.br/tedeRepositório InstitucionalPUBhttp://repositorio.bc.ufg.br/oai/requesttasesdissertacoes.bc@ufg.bropendoar:2023-03-21T10:53:49Repositório Institucional da UFG - Universidade Federal de Goiás (UFG)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 |
dc.title.pt_BR.fl_str_mv |
Comparativo entre a geração fotovoltaica em aplicações utilizando inversores de string e microinversores |
dc.title.alternative.eng.fl_str_mv |
Comparison between photovoltaic generation in applications using string inverters and microinverters |
title |
Comparativo entre a geração fotovoltaica em aplicações utilizando inversores de string e microinversores |
spellingShingle |
Comparativo entre a geração fotovoltaica em aplicações utilizando inversores de string e microinversores Ginu, Ygor Ferreira Eficiência energética Energia fotovoltaica Inversores string Inversores fotovoltaicos Microinversores Energy efficiency Microinverters Photovoltaic energy Photovoltaic inverters String inverters ENGENHARIAS::ENGENHARIA DE PRODUCAO::ENGENHARIA DO PRODUTO |
title_short |
Comparativo entre a geração fotovoltaica em aplicações utilizando inversores de string e microinversores |
title_full |
Comparativo entre a geração fotovoltaica em aplicações utilizando inversores de string e microinversores |
title_fullStr |
Comparativo entre a geração fotovoltaica em aplicações utilizando inversores de string e microinversores |
title_full_unstemmed |
Comparativo entre a geração fotovoltaica em aplicações utilizando inversores de string e microinversores |
title_sort |
Comparativo entre a geração fotovoltaica em aplicações utilizando inversores de string e microinversores |
author |
Ginu, Ygor Ferreira |
author_facet |
Ginu, Ygor Ferreira |
author_role |
author |
dc.contributor.advisor1.fl_str_mv |
Belchior, Fernando Nunes |
dc.contributor.advisor1Lattes.fl_str_mv |
http://lattes.cnpq.br/5823317463324641 |
dc.contributor.advisor-co1.fl_str_mv |
Ribeiro, Paulo Fernando |
dc.contributor.advisor-co1Lattes.fl_str_mv |
http://lattes.cnpq.br/2049448948386214 |
dc.contributor.referee1.fl_str_mv |
Belchior, Fernando Nunes |
dc.contributor.referee2.fl_str_mv |
Bertholdi, Jonas |
dc.contributor.referee3.fl_str_mv |
Ribeiro, Paulo Fernando |
dc.contributor.referee4.fl_str_mv |
Domingos, José Luis |
dc.contributor.authorLattes.fl_str_mv |
http://lattes.cnpq.br/4778580844109746 |
dc.contributor.author.fl_str_mv |
Ginu, Ygor Ferreira |
contributor_str_mv |
Belchior, Fernando Nunes Ribeiro, Paulo Fernando Belchior, Fernando Nunes Bertholdi, Jonas Ribeiro, Paulo Fernando Domingos, José Luis |
dc.subject.por.fl_str_mv |
Eficiência energética Energia fotovoltaica Inversores string Inversores fotovoltaicos Microinversores |
topic |
Eficiência energética Energia fotovoltaica Inversores string Inversores fotovoltaicos Microinversores Energy efficiency Microinverters Photovoltaic energy Photovoltaic inverters String inverters ENGENHARIAS::ENGENHARIA DE PRODUCAO::ENGENHARIA DO PRODUTO |
dc.subject.eng.fl_str_mv |
Energy efficiency Microinverters Photovoltaic energy Photovoltaic inverters String inverters |
dc.subject.cnpq.fl_str_mv |
ENGENHARIAS::ENGENHARIA DE PRODUCAO::ENGENHARIA DO PRODUTO |
description |
In terms of Brazil's Internal Energy Supply (OIE), there was a significant increase in the total available, registering an increase of 4.5% from 2020 to 2021, a value close to the GDP growth. For the Electricity Matrix there is an increase in domestic supply of 3.9% compared to 2020, but with a slight decrease in the participation of renewable energy sources, influenced mainly by the decline in supply of hydroelectric power. However, the growing use of biodiesel and wind and solar sources contributed to the Brazilian Energy Matrix reaching the renewable energy level of 44.7%, surpassing most of the other countries around the world. Solar photovoltaic generation is responsible for 5.5% of this share and has reached a gross generation volume of 16.8 TWh in 2021, representing an advance of 55.9%. Consequently, there is a race for the technological development of photovoltaic generation, especially the efficiency of solar modules and inverters. Micro inverters are gaining prominence for promoting an increase in the generation of electrical energy, by being able to reduce generation losses due to shading effects, orientation differences and mismatch losses because they can control, individually, the energy extracted from each module, however there is still a dominance of string inverter technology in residential applications. This paper aims to compare the two inverter technologies through actual yield data from monitoring the photovoltaic modules in 06 consumer units with microinverters in operation. The data is collected from the online monitoring platform and used to compose the generation if a string inverter with compatible commercial power was used, considering the conversion efficiencies for each technology. The technical and economic feasibility of the scenarios is performed by the main evaluation indexes. It was observed that the most influential factor in the analyses were the intrinsic losses of the photovoltaic systems, due to the inclinations of the modules, shading and differences in the yields of the inverters and microinverters increasing the attractiveness of the microinverter. The ID-05 plant presented the best results for the real layout, precisely because it presents a totally clipped topology, with different orientations, inclinations and suffering losses due to partial shading. The increase in the rated power of the plant has less influence than the technical losses when analyzing the financial return on investment, i.e., for cases with few losses factors the generation of the string inverters and the microinverters are similar, increasing the payback time of the investment. |
publishDate |
2023 |
dc.date.accessioned.fl_str_mv |
2023-03-21T10:53:48Z |
dc.date.available.fl_str_mv |
2023-03-21T10:53:48Z |
dc.date.issued.fl_str_mv |
2023-02-01 |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/masterThesis |
format |
masterThesis |
status_str |
publishedVersion |
dc.identifier.citation.fl_str_mv |
GINU, Y. F. Comparativo entre a geração fotovoltaica em aplicações utilizando inversores de string e microinversores. 2023. 79 f. Dissertação (Mestrado em Engenharia de Produção) - Universidade Federal de Goiás, Aparecida de Goiânia, 2023. |
dc.identifier.uri.fl_str_mv |
http://repositorio.bc.ufg.br/tede/handle/tede/12684 |
dc.identifier.dark.fl_str_mv |
ark:/38995/001300000d82k |
identifier_str_mv |
GINU, Y. F. Comparativo entre a geração fotovoltaica em aplicações utilizando inversores de string e microinversores. 2023. 79 f. Dissertação (Mestrado em Engenharia de Produção) - Universidade Federal de Goiás, Aparecida de Goiânia, 2023. ark:/38995/001300000d82k |
url |
http://repositorio.bc.ufg.br/tede/handle/tede/12684 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.relation.program.fl_str_mv |
48 |
dc.relation.confidence.fl_str_mv |
500 500 500 |
dc.relation.department.fl_str_mv |
9 |
dc.relation.cnpq.fl_str_mv |
417 |
dc.rights.driver.fl_str_mv |
Attribution-NonCommercial-NoDerivatives 4.0 International http://creativecommons.org/licenses/by-nc-nd/4.0/ info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
Attribution-NonCommercial-NoDerivatives 4.0 International http://creativecommons.org/licenses/by-nc-nd/4.0/ |
eu_rights_str_mv |
openAccess |
dc.publisher.none.fl_str_mv |
Universidade Federal de Goiás |
dc.publisher.program.fl_str_mv |
Programa de Pós-graduação em Engenharia de Produção (FCT) |
dc.publisher.initials.fl_str_mv |
UFG |
dc.publisher.country.fl_str_mv |
Brasil |
dc.publisher.department.fl_str_mv |
Faculdade de Ciências e Tecnologia - FCT (RMG) |
publisher.none.fl_str_mv |
Universidade Federal de Goiás |
dc.source.none.fl_str_mv |
reponame:Repositório Institucional da UFG instname:Universidade Federal de Goiás (UFG) instacron:UFG |
instname_str |
Universidade Federal de Goiás (UFG) |
instacron_str |
UFG |
institution |
UFG |
reponame_str |
Repositório Institucional da UFG |
collection |
Repositório Institucional da UFG |
bitstream.url.fl_str_mv |
http://repositorio.bc.ufg.br/tede/bitstreams/8f4907ed-33ca-41ae-82bd-bf0d3ec63f16/download http://repositorio.bc.ufg.br/tede/bitstreams/f43b1698-45ba-41a2-890c-7376587d8586/download http://repositorio.bc.ufg.br/tede/bitstreams/d1cc5db8-454e-4c7e-acee-cf6e1b738331/download |
bitstream.checksum.fl_str_mv |
8b4e380d6e1556e6c6f7623c0445de6e 8a4605be74aa9ea9d79846c1fba20a33 4460e5956bc1d1639be9ae6146a50347 |
bitstream.checksumAlgorithm.fl_str_mv |
MD5 MD5 MD5 |
repository.name.fl_str_mv |
Repositório Institucional da UFG - Universidade Federal de Goiás (UFG) |
repository.mail.fl_str_mv |
tasesdissertacoes.bc@ufg.br |
_version_ |
1815172640581615616 |